1) Join the muse.mu site (and forums). Members of the site get access to fan only pre-sales. That's how I've purchased most of my tickets.
2) Since you're in LA, join the KROQ street team. They tend to have pre-sales for Muse shows when the band is going to be on tour in SoCal (usually the day after the fan pre-sale).